Differentially private data publication with multi‐level data utility

Conventional private data publication mechanisms aim to retain as much data utility as possible while ensuring sufficient privacy protection on sensitive data. Such data publication schemes implicitly assume that all data analysts and users have the same data access privilege levels. However, it is...

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Bibliographic Details
Main Authors: Honglu Jiang, S.M. Sarwar, Hotian Yu, Sheikh Ariful Islam
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:High-Confidence Computing
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667295222000010